Ship the flows your retention team keeps pushing to next sprint.
We build the Klaviyo flows, post-purchase journeys, segmentation, and support automations that actually go live. Shopify-native, attribution-clean, owned by your team after launch.
Teams we ship for
The stack we ship on
Engineers stopped being the bottleneck.
The bottleneck moved to orchestration. Claude Code is the brain, MCP plugs into Shopify and Klaviyo, E2B sandboxes every action. One of our engineers ships like three normal hires.
- 01Claude Codethe brain · subagents · MCP
- 02Anthropicmanaged agents · runtime
- 03CursorIDE pair-programming
- 04n8ncron · webhooks · glue
- 05E2Bsandboxed compute
What we ship for DTC brands
The work your in-house lead keeps deferring: deeper flows, real segmentation, post-purchase journeys, and the operations glue between Shopify and the rest of the stack.
Email and SMS flows
Welcome, abandoned cart, browse abandon, post-purchase, win-back, replenishment. Built in Klaviyo or Attentive, A/B tested, attribution wired to GA4 and Triple Whale.
Segmentation that updates itself
RFM, predicted CLV, product affinity, churn risk. Segments rebuild nightly from Shopify and sync to Meta and Google for lookalikes and suppression.
UGC, reviews, and support
Pull reviews from Yotpo or Okendo into flows. Route Gorgias tickets by intent. Auto-request UGC after delivery and tag it back to the product.
Flows that don't read like a templated welcome series
Most stores run three flows and call it lifecycle. We map purchase behavior, build the missing branches, and tie every send back to revenue per recipient.
Segmentation, attribution, and clean reporting
A segment that doesn't update is a list. We rebuild yours from Shopify order data so the right people get the right send, and the report says where the revenue actually came from.
Predicted CLV and churn risk in Klaviyo
First-purchase signals, AOV, category, and recency rolled into segments your flows and ad audiences can actually use.
Attribution that survives iOS
Server-side events, UTM hygiene, and Triple Whale or Northbeam wired in so flow revenue isn't double-counted with paid.
Catalog, UGC, and support that scales with the SKU count
When you ship 50 new SKUs a quarter, the bottleneck is copy, tags, and tickets. We wire it together so launches stop blocking on the same three people.
Product copy and metadata, on-brand
Descriptions, alt text, SEO titles, and collection tags generated from your brief and your existing top performers, then pushed to Shopify with review.
UGC and review pipelines
Post-delivery review requests, UGC ingestion from Instagram and TikTok, and tagging back to product pages so social proof shows where it converts.
Support that drafts itself
Gorgias or Zendesk tickets routed by intent (WISMO, returns, sizing) with draft replies pulled from your help center. Agents approve and send.
Choosing your setup
Four ways ecommerce teams automate, compared
There is no single right answer: the honest comparison depends on order volume, how custom your operations are, and who maintains the system after launch.
| Manual ops | Zapier / Make | n8n workflows | Custom AI automation | |
|---|---|---|---|---|
| Best for | Very low order volume | Simple 2-3 step syncs | Multi-system flows with logic | Judgment steps: support drafts, catalog copy, forecasting inputs |
| Monthly cost shape | Staff hours | Per-task pricing that grows with volume | Flat self-hosted cost plus maintenance | Build cost plus a maintenance retainer |
| Breaks when | Volume spikes or people leave | Flows need branching, retries, or bulk data | Nobody owns monitoring | Nobody owns evals and guardrails |
| Who maintains it | Your team, constantly | Your team, occasionally | Whoever built it (that matters) | Us, or your team after handover |
| AI judgment steps | All human | Bolt-on, limited control | Possible with custom nodes | Native: drafts, classification, extraction with review queues |
Not sure which column you are? That is exactly what the audit call answers: book a free ecommerce automation audit or read the workflow automation comparison in depth.
Want a workflow audit for your store?
30 minutes on your Shopify and Klaviyo accounts. We map where flows leak revenue, where segments are stale, and where automation pays back inside a quarter.
Request Your E-commerce & DTC Blueprint
Don't take it from us
Hear it from the operators we shipped for.
Real founders. Real cameras. No scripts. Different industries, same agent stack.
Elie Salame
COO · Adstronaut.io
Elie Salame
COO · Adstronaut.io
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Explore the services we use to deliver results in this industry.
Built for DTC brands that ship.
30 minutes on your Shopify and Klaviyo accounts. We map where flows leak revenue, where segments are stale, and where automation pays back inside a quarter.
Book a 30min Free Strategy Call
In this call, we'll walk through your project scope, timeline, and goals - so we can both check if we're a fit. No obligation, no slide deck, just a working session.
Don't want a call? Email walid@ayautomate.com
“The team is super fast - sometimes we had to slow them down. We managed to scale the company without investing into hiring.”
Elie Salame
COO, Adstronaut.io
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